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Paper Citation Record · LEDGER

The Synergy between Data and Multi-Modal Large Language Models: A Survey from Co-Development Perspective

As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2407.08583.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2407.08583 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T20:32:56.255297Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-23T07:05:29.201707Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 0eb6b691-63cc-498a-88ab-31b9ada2f9fb · inbound

HMGIE: Hierarchical and Multi-Grained Inconsistency Evaluation for Vision-Language Data Cleansing cites this paper.

HMGIE: Hierarchical and Multi-Grained Inconsistency Evaluation for Vision-Language Data Cleansing The Synergy between Data and Multi-Modal Large Language Models: A Survey from Co-Development Perspective

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-11T20:32:56.255297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:32:56.255297Z digest=sha256:b61476b2e89c23b70fddbe4b50aa6d3aaed9104ad3ce8454412fa9ac6a69aba9

Observation a9f57ac7-d4c8-4cc4-80d9-7fed7c4558c0 · inbound

HumanVBench: Probing Human-Centric Video Understanding in MLLMs with Automatically Synthesized Benchmarks cites this paper.

HumanVBench: Probing Human-Centric Video Understanding in MLLMs with Automatically Synthesized Benchmarks The Synergy between Data and Multi-Modal Large Language Models: A Survey from Co-Development Perspective

Reference 45

Resolution
verified exact
arxiv_id, observed 2026-05-23T07:05:29.204030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-23T07:05:08.716223Z digest=sha256:71b0fbdd1d6621c36c47898c68f4e727edefed9187d766ee876a5af561c4c601